Daniel O'Connor

Ingredients of Deep Learning Algorithms, part 2

Daniel O'Connor

My standup comedy debut

Daniel O'Connor

Stars (Ariana Grande)

Daniel O'Connor

The Ingredients of Deep Learning Algorithms (Part 1)

Daniel O'Connor

Introduction to decision trees

Daniel O'Connor

Implementing a Lasso solver from scratch in Python

Daniel O'Connor

Dogs vs. Cats 2 Transfer learning using Keras

Daniel O'Connor

Dogs vs. Cats Data augmentation using Keras

Daniel O'Connor

Setting up triple integrals

Daniel O'Connor

The proximal operator of the L1 norm

Daniel O'Connor

The Lasso problem Using L1 regularization for feature selection

Daniel O'Connor

Observing the effect of regularization (including Dropout)

Daniel O'Connor

Office hours Integrating over a type II region

Daniel O'Connor

Introduction to convolutional neural networks

Daniel O'Connor

The max-pooling operation

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Edge detection an example of how the convolution operation is useful

Daniel O'Connor

The convolution operation in machine learning

Daniel O'Connor

Using the Fundamental Strategy of Calculus to discover the chain rule

Daniel O'Connor

Regularization and a recipe for machine learning algorithms

Daniel O'Connor

Fubini's theorem for triple integrals

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Introduction to triple integrals

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Three examples of double integrals using polar coordinates

Daniel O'Connor

Training a neural network to predict housing prices using TensorFlow

Daniel O'Connor

Integrating over a polar region

Daniel O'Connor

Integration using polar coordinates

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Introduction to polar coordinates

Daniel O'Connor

Classifying Reuters newswires using Tensorflow

Daniel O'Connor

Examples of integrating a function f(x,y) over a region of type 1 or type 2

Daniel O'Connor

Training a neural network to classify IMDB movie reviews using tensorflow

Daniel O'Connor

Introduction to neural networks and tensorflow

Daniel O'Connor